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[{"key": "dc.contributor.advisor", "value": "Tiihonen, Timo", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Palm, Jaakko", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2025-06-02T11:51:55Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2025-06-02T11:51:55Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2025", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/102956", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "M\u00e4\u00e4r\u00e4llinen simulaatio edellytt\u00e4\u00e4 huomattavaa m\u00e4\u00e4r\u00e4\u00e4 numeerista taustatietoa \nj\u00e4rjestelm\u00e4n toiminnasta, kun taas laadullinen simulaatio mahdollistaa simuloinnin my\u00f6s\nsilloin, kun j\u00e4rjestelm\u00e4n toiminnan tarkasta tiedosta on puutteita. \nT\u00e4ss\u00e4 tutkimuksessa toteutettiin systemaattinen kirjallisuuskartoitus laadullisten\nsimulaatioiden k\u00e4yt\u00f6st\u00e4 tieteellisen\u00e4 menetelm\u00e4n\u00e4 sek\u00e4 tarkasteltiin,\nmiten laadullisia simulaatioita pyrittiin hy\u00f6dynt\u00e4m\u00e4\u00e4n ker\u00e4tyn aineiston tutkimuksissa.\nKirjallisuuskartoituksen tuloksena tuotettiin laaja kuvaus laadullisten simulaatioiden\nk\u00e4yt\u00f6st\u00e4 eri tieteenaloilla. Kartoituksessa tunnistettiin yhteensa 17 eri tieteenalaa ja \n9 erilaista laadullisilla simulaatioilla haettua tavoitetta. \nLis\u00e4ksi kartoituksen aineistosta l\u00f6ydettiin lukuisia eri ty\u00f6kaluja\nlaadullisten simulaatioiden luomiseen. Keskeisimpin\u00e4 havaintona todettiin, ett\u00e4 laadullisilla\nsimulaatioilla pyrit\u00e4\u00e4n usein lis\u00e4\u00e4m\u00e4\u00e4n ymm\u00e4rryst\u00e4 kohdej\u00e4rjestelm\u00e4n toiminnasta. \nEniten simulaatioita on k\u00e4ytetty kemian tieteiden, tekniikan ja materiaalitieteiden \naloilla. Laadullisten simulaatoiden toteutuksessa on k\u00e4ytetty niin yleisluontoisia\nmallinnusty\u00f6kaluja (kuten Matlab) kuin laadullisen simuloinnin erityisohjelmistoja \n(kuten QSIM).", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2025-06-02T11:51:55Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2025-06-02T11:51:55Z (GMT). No. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "66", "language": null, "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.format.mimetype", "value": "application/pdf", "language": null, "element": "format", "qualifier": "mimetype", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "CC BY 4.0", "language": null, "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.title", "value": "Laadullinen simulointi tieteellisen\u00e4 menetelm\u00e4n\u00e4: Systemaattinen kirjallisuuskartoitus", "language": null, "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "master thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202506024765", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Ohjelmistokehityksen opintosuunta", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Specialisation in Software Development", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_bdcc", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.copyright", "value": "\u00a9 The Author(s)", "language": null, "element": "rights", "qualifier": "copyright", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "masterThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.format.content", "value": "fulltext", "language": null, "element": "format", "qualifier": "content", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://creativecommons.org/licenses/by/4.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}, {"key": "dc.description.accessibilityfeature", "value": "ei tietoa saavutettavuudesta", "language": "fi", "element": "description", "qualifier": "accessibilityfeature", "schema": "dc"}, {"key": "dc.description.accessibilityfeature", "value": "unknown accessibility", "language": "en", "element": "description", "qualifier": "accessibilityfeature", "schema": "dc"}]
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